Browsing NTNU Open by Author "Juel, Bjørn Erik"
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Investigating the Consistency and Convexity of Restricted Boltzmann Machine Learning
Juel, Bjørn Erik (Master thesis, 2013)In this thesis we asses the consistency and convexity of the parameter inference in Boltzmann machine learning algorithms based on gradient ascent on the likelihood surface. We do this by rst developing standard tools for ...